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Diversity

Diversity in data sampling is crucial across various use cases, including search, recommendation systems, and more. Ensuring diverse samples means capturing a wide range of variations and perspectives, which leads to more robust, unbiased, and comprehensive models. In search use cases, for instance, diversity helps avoid redundancy, ensuring that users are exposed to a broader set of relevant information rather than repeated similar results.

Papers

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Showing 7251–7300 of 9051 papers

TitleStatusHype
Open Generative Large Language Models for Galician—0
Open Ko-LLM Leaderboard: Evaluating Large Language Models in Korean with Ko-H5 Benchmark—0
Open Language Data Initiative: Advancing Low-Resource Machine Translation for Karakalpak—0
Open Loop Hyperparameter Optimization and Determinantal Point Processes—0
Open Problems in Human Trait Genetics—0
OpenSatMap: A Fine-grained High-resolution Satellite Dataset for Large-scale Map Construction—0
Open Source MagicData-RAMC: A Rich Annotated Mandarin Conversational(RAMC) Speech Dataset—0
Open-Vocabulary Object Detection via Neighboring Region Attention Alignment—0
Open-World Evaluation for Retrieving Diverse Perspectives—0
Operationalizing Framing to Support Multiperspective Recommendations of Opinion Pieces—0
Operational Neural Networks—0
Operational vs Convolutional Neural Networks for Image Denoising—0
Opportunities and Challenges of Large Language Models for Low-Resource Languages in Humanities Research—0
Opposition Based ElectromagnetismLike for Global Optimization—0
Opposition based Ensemble Micro Differential Evolution—0
Optical Field Recovery in Jones Space—0
Optical Wireless cabin communication system—0
Optimal Budgeted Rejection Sampling for Generative Models—0
Optimal compound downselection to promote diversity and parallel chemistry—0
Optimal Execution Using Reinforcement Learning—0
Optimal navigability of weighted human brain connectomes in physical space—0
Optimal Selective Attention in Reactive Agents—0
Optimal Transport Based Generative Autoencoders—0
Optimisation of federated learning settings under statistical heterogeneity variations—0
Enhancing and Assessing Instruction-Following with Fine-Grained Instruction Variants—0
Optimizing Cyber Defense in Dynamic Active Directories through Reinforcement Learning—0
Optimizing Pretraining Data Mixtures with LLM-Estimated Utility—0
Optimizing Region Selection for Weakly Supervised Object Detection—0
Optimizing the Procedure of CT Segmentation Labeling—0
Optimus-3: Towards Generalist Multimodal Minecraft Agents with Scalable Task Experts—0
Oral-Motor and Lexical Diversity During Naturalistic Conversations in Adults with Autism Spectrum Disorder—0
Orbital-angular-momentum mode-group multiplexed transmission over a graded-index ring-core fiber based on receive diversity and maximal ratio combining—0
Ordered Semantically Diverse Sampling for Textual Data—0
orGAN: A Synthetic Data Augmentation Pipeline for Simultaneous Generation of Surgical Images and Ground Truth Labels—0
Origin of power laws and their spatial fractal structure for city-size distributions—0
Orthogonal Delay-Doppler Division Multiplexing Modulation with Hierarchical Mode-Based Index Modulation—0
Orthogonal Finetuning for Direct Preference Optimization—0
Orthogonally Initiated Particle Swarm Optimization with Advanced Mutation for Real-Parameter Optimization—0
Ortho-Shot: Low Displacement Rank Regularization with Data Augmentation for Few-Shot Learning—0
OTFS-NOMA System for MIMO Communication Networks with Spatial Diversity—0
OTFS Signaling for SCMA With Coordinated Multi-Point Vehicle Communications—0
Otimizacao de Redes Neurais atraves de Algoritmos Geneticos Celulares—0
One-shot Ultra-high-Resolution Generative Adversarial Network That Synthesizes 16K Images On A Single GPU—0
Outage performance analysis of RIS-assisted UAV wireless systems under disorientation and misalignment—0
Outage Performance Analysis of Widely Linear Receivers in Uplink Multi-user MIMO Systems—0
Outlier Detection for Improved Data Quality and Diversity in Dialog Systems—0
Out-of-Core Surface Reconstruction via Global TGV Minimization—0
Out-of-Distribution Detection via Deep Multi-Comprehension Ensemble—0
Out-of-the-Box and into the Ditch? Multilingual Evaluation of Generic Text Extraction Tools—0
Overcoming Difficulty in Obtaining Dark-skinned Subjects for Remote-PPG by Synthetic Augmentation—0
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